BERTopic and LDA, Which Topic Modeling Technique to Extract Relevant Topics from Videos in the Context of Massive Open Online Courses (MOOCs)?
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Publisher
Springer Nature Switzerland
Link
https://link.springer.com/content/pdf/10.1007/978-3-031-29860-8_38
Reference7 articles.
1. Duma, M., Twala, B.: Sparseness reduction in collaborative filtering using a nearest neighbour artificial immune system with genetic algorithms. In: Expert Systems With Applications: An International Journal, pp. 110–125, Florida 1709, South Africa (2019)
2. Bousbahi, F., Chorfi, H.: MOOC-Rec: a case based recommender system for MOOCs. In: Procedia - Social and Behavioral Sciences, vol. 195, pp. 1813–1822 (2015)
3. Assami, S., Daoudi, N., Ajhoun, R.: Ontology-based modeling for a personalized MOOC recommender system. In: Rocha, Á., Serrhini, M. (eds.) Information Systems and Technologies to Support Learning. EMENA-ISTL 2018. Smart Innovation, Systems and Technologies, vol. 111, pp. 21–28 (2019)
4. Belford, M., Namee, B.M., Greene, D.: Stability of topic modeling via matrix factorization. In Expert Syst. Appl. 91, 159–169 (2018)
5. Koltcov, S., Koltsova, O., Nikolenko, S.: Latent Dirichlet allocation: Stability and applications to studies of user-generated content. In: Proceedings of ACM Conf. Web Sci. (WebSci), pp. 161–165 (2014)
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